activity
20202026
most citedFast active learning for pure exploration in reinforcement learning

31 citations · 74 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Adaptive Multi-Goal Exploration

Jean Tarbouriech, Omar Darwiche Domingues, Pierre Ménard +3

We introduce a generic strategy for provably efficient multi-goal exploration. It relies on AdaGoal, a novel goal selection scheme that leverages a measure of uncertainty in reachi…

stat.ML2021★ 10 cited

UCB Momentum Q-learning: Correcting the bias without forgetting

Pierre Menard, Omar Darwiche Domingues, Xuedong Shang +1

We propose UCBMQ, Upper Confidence Bound Momentum Q-learning, a new algorithm for reinforcement learning in tabular and possibly stage-dependent, episodic Markov decision process.…